| 2025 | COLT | Beyond propagation of chaos: A stochastic algorithm for mean field optimization. | Chandan Tankala, Dheeraj Nagaraj, Anant Raj |
| 2024 | ICML | From Inverse Optimization to Feasibility to ERM. | Saurabh Mishra, Anant Raj, Sharan Vaswani |
| 2023 | AISTATS | Explicit Regularization in Overparametrized Models via Noise Injection. | Antonio Orvieto, Anant Raj, Hans Kersting, Francis R. Bach |
| 2023 | ALT | Algorithmic Stability of Heavy-Tailed Stochastic Gradient Descent on Least Squares. | Anant Raj, Melih Barsbey, Mert Grbzbalaban, Lingjiong Zhu, Umut Simsekli |
| 2023 | COLT | Utilising the CLT Structure in Stochastic Gradient based Sampling : Improved Analysis and Faster Algorithms. | Aniket Das, Dheeraj M. Nagaraj, Anant Raj |
| 2023 | ICML | Algorithmic Stability of Heavy-Tailed SGD with General Loss Functions. | Anant Raj, Lingjiong Zhu, Mert Grbzbalaban, Umut Simsekli |
| 2022 | AISTATS | Faster Rates, Adaptive Algorithms, and Finite-Time Bounds for Linear Composition Optimization and Gradient TD Learning. | Anant Raj, Pooria Joulani, Andrs Gyrgy, Csaba Szepesvri |
| 2022 | ICML | Convergence of Uncertainty Sampling for Active Learning. | Anant Raj, Francis R. Bach |
| 2021 | AISTATS | Explicit Regularization of Stochastic Gradient Methods through Duality. | Anant Raj, Francis R. Bach |
| 2020 | AISTATS | Importance Sampling via Local Sensitivity. | Anant Raj, Cameron Musco, Lester Mackey |
| 2020 | ICML | A simpler approach to accelerated optimization: iterative averaging meets optimism. | Pooria Joulani, Anant Raj, Andrs Gyrgy, Csaba Szepesvri |
| 2019 | AISTATS | Sobolev Descent. | Youssef Mroueh, Tom Sercu, Anant Raj |
| 2018 | ICLR | Sobolev GAN. | Youssef Mroueh, Chun-Liang Li, Tom Sercu, Anant Raj, Yu Cheng |
| 2018 | ICML | On Matching Pursuit and Coordinate Descent. | Francesco Locatello, Anant Raj, Sai Praneeth Karimireddy, Gunnar Rtsch, Bernhard Schlkopf, Sebastian U. Stich, Martin Jaggi |
| 2017 | AISTATS | Local Group Invariant Representations via Orbit Embeddings. | Anant Raj, Abhishek Kumar, Youssef Mroueh, Tom Fletcher, Bernhard Schlkopf |
| 2017 | ICML | Approximate Steepest Coordinate Descent. | Sebastian U. Stich, Anant Raj, Martin Jaggi |
| 2015 | BMVC | Subspace Alignment Based Domain Adaptation for RCNN Detector. | Anant Raj, Vinay P. Namboodiri, Tinne Tuytelaars |
| 2013 | Interspeech | Significance of variable height-bandwidth group delay filters in the spectral reconstruction of speech. | Devanshu Arya, Anant Raj, Rajesh M. Hegde |